Description Usage Arguments Value
Estimates the avarage treatment effect (ATE) using the classical model (epsilon=delta=0)
1 2  | 
x | 
 A matrix of covariates of dimension n x p  | 
a | 
 A vector a of 0s and 1s of dimension n  | 
y | 
 A vector of responses or outcomes  | 
phi | 
 A function that maps the real line onto the interval (0,1)  | 
dphi | 
 The derivative of   | 
phiinv | 
 The inverse of   | 
estim.method | 
 The estimation method to be used for estimating the parameters "ML" (default) or "LS"  | 
type | 
 The type of IPW estimator to be used: type 1 , type 2 and type 3 combine SPPS with, respectively, IPW1, IPW2 and IPW3 in Lunceford and Davidian(2004)  | 
maxit | 
 The maximum number of iterations to be performed.  | 
a list containing the estimate of the mean and the estimator of beta
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